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gpu implementation of Dual TV-L1 Optical Flow

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This commit is contained in:
Vladislav Vinogradov
2012-10-25 13:27:14 +04:00
committed by marina.kolpakova
parent 4d059e9e5b
commit beb377b38c
6 changed files with 950 additions and 0 deletions
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39
modules/gpu/test/test_video.cpp
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@@ -405,6 +405,45 @@ TEST_P(OpticalFlowNan, Regression)
INSTANTIATE_TEST_CASE_P(GPU_Video, OpticalFlowNan, ALL_DEVICES);
//////////////////////////////////////////////////////
// OpticalFlowDual_TVL1
PARAM_TEST_CASE(OpticalFlowDual_TVL1, cv::gpu::DeviceInfo, UseRoi)
{
};
TEST_P(OpticalFlowDual_TVL1, Accuracy)
{
cv::gpu::DeviceInfo devInfo = GET_PARAM(0);
cv::gpu::setDevice(devInfo.deviceID());
const bool useRoi = GET_PARAM(1);
cv::Mat frame0 = readImage("opticalflow/rubberwhale1.png", cv::IMREAD_GRAYSCALE);
ASSERT_FALSE(frame0.empty());
cv::Mat frame1 = readImage("opticalflow/rubberwhale2.png", cv::IMREAD_GRAYSCALE);
ASSERT_FALSE(frame1.empty());
cv::gpu::OpticalFlowDual_TVL1_GPU d_alg;
cv::gpu::GpuMat d_flowx = createMat(frame0.size(), CV_32FC1, useRoi);
cv::gpu::GpuMat d_flowy = createMat(frame0.size(), CV_32FC1, useRoi);
d_alg(loadMat(frame0, useRoi), loadMat(frame1, useRoi), d_flowx, d_flowy);
cv::OpticalFlowDual_TVL1 alg;
cv::Mat flow;
alg(frame0, frame1, flow);
cv::Mat gold[2];
cv::split(flow, gold);
EXPECT_MAT_SIMILAR(gold[0], d_flowx, 3e-3);
EXPECT_MAT_SIMILAR(gold[1], d_flowy, 3e-3);
}
INSTANTIATE_TEST_CASE_P(GPU_Video, OpticalFlowDual_TVL1, testing::Combine(
ALL_DEVICES,
WHOLE_SUBMAT));
//////////////////////////////////////////////////////
// FGDStatModel